[path planning] solve the vehicle scheduling path planning problem with time window based on the improved genetic algorithm of MATLAB [including Matlab source code phase 1083]
1, Introduction
1 overview of genetic algorithm Genetic Algorithm (GA) is a part of evolutionary computation. It is a computational model simulating Darwin's genetic selection and natural elimination of biological evolution process. It is a method to search the optimal solution by simulating the natural evolution process. The algorithm is simp ...
Posted by ppowell on Mon, 24 Jan 2022 18:27:43 +0100
[object detection] morphological object detection [including Matlab GUI source code 945]
1, Introduction
Mathematical morphology operations can be divided into binary morphology and gray morphology. Gray morphology is extended from binary morphology. Mathematical morphology has two basic operations, namely corrosion and expansion, and corrosion and expansion form open operation and closed operation through combination. The open op ...
Posted by john8m on Sat, 22 Jan 2022 22:26:00 +0100
Design and Simulation of two-dimensional path planning algorithm based on particle swarm optimization
catalogue
1 particle swarm optimization
2 two dimensional environment modeling
3 path planning
3.1 initialization
3.2 fitness function
3.3 simulation results
1 particle swarm optimization
yes Particle swarm optimization The summary is as follows: particle swarm optimization algorithm is a population-based search process, in whic ...
Posted by mvidberg on Sat, 22 Jan 2022 07:22:45 +0100
[optimization algorithm] moth optimization algorithm (MFO) [including Matlab source code phase 1081]
1, Introduction
Moth flame optimization algorithm (MFO) is a new intelligent optimization algorithm proposed by Seyedali Mirjalili in 2015 [1]. The algorithm has the performance characteristics of strong parallel optimization ability, excellent global performance and not easy to fall into local extremum, which has gradually attracted the atten ...
Posted by dv90 on Sat, 22 Jan 2022 06:10:25 +0100
[VRP] solve the vehicle scheduling problem of multiple distribution centers based on MATLAB ant colony algorithm [including Matlab source code phase 1098]
1, Introduction
1 overview of genetic algorithm Genetic Algorithm (GA) is a part of evolutionary computation. It is a computational model simulating Darwin's genetic selection and natural elimination of biological evolution process. It is a method to search the optimal solution by simulating the natural evolution process. The algorithm is simp ...
Posted by ody on Fri, 21 Jan 2022 20:39:05 +0100
[optimization solution] t-distribution disturbance strategy and mutation strategy of flower pollination algorithm matlab source code
1, Flower pollination algorithm
Flower Pollination Algorithm (FPA) was proposed by Yang, a scholar at Cambridge University in 2012. Its basic idea comes from the simulation of natural flower self pollination and cross pollination. It is a new meta heuristic swarm intelligent random optimization technology. In order to simplify the calculation, ...
Posted by bios on Fri, 21 Jan 2022 16:30:23 +0100
[handwritten numeral recognition] handwritten numeral recognition based on matlab GUI BP neural network [including Matlab source code phase 1118]
1, Introduction
1 Overview BP (Back Propagation) neural network was proposed by the scientific research team headed by Rumelhart and McCelland in 1986. See their paper learning representations by Back Propagation errors published in Nature.
BP neural network is a multilayer feedforward network trained by error back propagation algorithm. It i ...
Posted by patrick99e99 on Thu, 20 Jan 2022 14:10:56 +0100
Angular spectrum theory of light wave transmission [theory, examples and matlab code]
1. Theoretical basis
The propagation of light waves in free space can be described by a variety of theories. The most commonly used are Fresnel diffraction propagation, Fraunhofer diffraction propagation and angular spectrum theory.
In essence, the three are consistent, but the applicable conditions are different. Franchoffer diffraction is g ...
Posted by bufke on Thu, 20 Jan 2022 08:29:58 +0100
[grass recognition] Based on matlab GUI morphology, identification of Matang grass + cowtendon grass [including Matlab source code phase 1041]
1, Introduction
Mathematical morphology operations can be divided into binary morphology and gray morphology. Gray morphology is extended from binary morphology. Mathematical morphology has two basic operations, namely corrosion and expansion, and corrosion and expansion form open operation and closed operation through combination. The open op ...
Posted by breadcom on Wed, 19 Jan 2022 22:23:13 +0100
[Matlab image encryption] orthogonal Latin square + two-dimensional Arnold scrambling image encryption [including GUI source code phase 813]
1, Introduction to orthogonal Latin square scrambling and two-dimensional Arnold scrambling
0 Introduction With the rapid development of communication technology, more and more fields need to transmit digital image signals, so the security of information transmission is becoming more and more important. There are two protection technologies co ...
Posted by simona_85 on Mon, 17 Jan 2022 20:07:13 +0100